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Open-source alternative to Assistant's API with a managed backend for memory, RAG, tools and tasks. ~Supabase for building AI agents.

Home Page: https://julep.ai

License: Apache License 2.0

Dockerfile 0.22% Python 75.30% Jupyter Notebook 11.09% Shell 0.14% Jinja 0.34% TypeScript 12.91% HTML 0.01%
agents ai ai-agents ai-agents-framework ai-memory ai-platform developer-tools llm llm-ops python

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julep's Issues

(agents-api): use client.run(..., data) instead of interpolation

For example:

from uuid import UUID

import pandas as pd
from pycozo.client import Client as CozoClient

from ...clients.cozo import client

from ...common.utils import json


def create_user_query(
    user_id: UUID,
    developer_id: UUID,
    name: str,
    about: str,
    metadata: dict = {},
    client: CozoClient = client,
) -> pd.DataFrame:
    data = dict(
        user_id=str(user_id),
        developer_id=str(developer_id),
        name=name,
        about=about,
        metadata=metadata,
    )

    query = f"""
    {{
        # Then create the user
        ?[user_id, developer_id, name, about, metadata] <- [
            [$user_id, $developer_id, $name, $about, $metadata]
        ]

        :insert users {{
            developer_id,
            user_id =>
            name,
            about,
            metadata,
        }}
        :returning
    }}"""

    return client.run(query, data)

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/patch_session.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/patch_session.py6afdac6 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/patch_session.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/list_sessions.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/list_sessions.py27c6e21 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/list_sessions.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/docs/list_docs.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/docs/list_docs.pyae1689e Edit
  • Running GitHub Actions for agents-api/agents_api/models/docs/list_docs.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/create_session.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/create_session.py12cec2c Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/create_session.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/session_data.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/session_data.py017c298 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/session_data.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/delete_session.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/delete_session.py103f019 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/delete_session.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/user/create_user.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/user/create_user.py7112c80 Edit
  • Running GitHub Actions for agents-api/agents_api/models/user/create_user.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/list_agents.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/list_agents.py86cc838 Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/list_agents.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/docs/search_docs.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/docs/search_docs.py9bdfa6e Edit
  • Running GitHub Actions for agents-api/agents_api/models/docs/search_docs.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/entry/proc_mem_context.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/entry/proc_mem_context.pyf5788f3 Edit
  • Running GitHub Actions for agents-api/agents_api/models/entry/proc_mem_context.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/patch_agent.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/patch_agent.py4cc724a Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/patch_agent.pyEdit

Sweep: Edit sdks/python/julep/managers/{agents,sessions,users}.py to accept metadata: dict={} in the create function and pass it along to the api client call

Checklist
  • Modify sdks/python/julep/managers/agent.py3fd7d4d Edit
  • Running GitHub Actions for sdks/python/julep/managers/agent.pyEdit
  • Modify sdks/python/julep/managers/session.pyd7539aa Edit
  • Running GitHub Actions for sdks/python/julep/managers/session.pyEdit
  • Modify sdks/python/julep/managers/user.py0d95f25 Edit
  • Running GitHub Actions for sdks/python/julep/managers/user.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/patch_tool.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/patch_tool.py54922d0 Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/patch_tool.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/user/patch_user.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/user/patch_user.py59ccb2e Edit
  • Running GitHub Actions for agents-api/agents_api/models/user/patch_user.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/delete_agent.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/delete_agent.pyc06b7cd Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/delete_agent.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/create_agent.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/create_agent.pyf6b5b6e Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/create_agent.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/entry/add_entries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/entry/add_entries.pyf254bed Edit
  • Running GitHub Actions for agents-api/agents_api/models/entry/add_entries.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/test_agent_queries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/test_agent_queries.pybd1b76f Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/test_agent_queries.pyEdit

(agents-api) ruff found a bunch of issues with agents_api/activities

agents_api/activities/co_density.py:5:1: F403 `from .types import *` used; unable to detect undefined names
agents_api/activities/co_density.py:8:23: F405 `MemoryDensityTaskArgs` may be undefined, or defined from star imports
agents_api/activities/co_density.py:60:13: F405 `Callable` may be undefined, or defined from star imports
agents_api/activities/co_density.py:62:26: F405 `MemoryDensityTaskArgs` may be undefined, or defined from star imports
agents_api/activities/dialog_insights.py:5:1: F403 `from .types import *` used; unable to detect undefined names
agents_api/activities/dialog_insights.py:9:11: F405 `DialogInsightsTaskArgs` may be undefined, or defined from star imports
agents_api/activities/dialog_insights.py:55:18: F405 `ChatML` may be undefined, or defined from star imports
agents_api/activities/dialog_insights.py:61:13: F405 `Callable` may be undefined, or defined from star imports
agents_api/activities/dialog_insights.py:64:9: F405 `DialogInsightsTaskArgs` may be undefined, or defined from star imports
agents_api/activities/dialog_insights.py:87:40: F405 `ChatML` may be undefined, or defined from star imports
agents_api/activities/mem_mgmt.py:6:1: F403 `from .types import *` used; unable to detect undefined names
agents_api/activities/mem_mgmt.py:45:11: F405 `MemoryManagementTaskArgs` may be undefined, or defined from star imports
agents_api/activities/mem_mgmt.py:119:18: F405 `ChatML` may be undefined, or defined from star imports
agents_api/activities/mem_mgmt.py:120:17: F405 `UUID` may be undefined, or defined from star imports
agents_api/activities/mem_mgmt.py:128:9: F405 `MemoryManagementTaskArgs` may be undefined, or defined from star imports
agents_api/activities/mem_mgmt.py:157:18: F405 `ChatML` may be undefined, or defined from star imports
agents_api/activities/mem_mgmt.py:157:39: F405 `UUID` may be undefined, or defined from star imports
agents_api/activities/mem_rating.py:5:1: F403 `from .types import *` used; unable to detect undefined names
agents_api/activities/mem_rating.py:8:23: F405 `MemoryRatingTaskArgs` may be undefined, or defined from star imports
agents_api/activities/mem_rating.py:44:13: F405 `Callable` may be undefined, or defined from star imports
agents_api/activities/mem_rating.py:46:26: F405 `MemoryRatingTaskArgs` may be undefined, or defined from star imports
agents_api/activities/relationship_summary.py:5:1: F403 `from .types import *` used; unable to detect undefined names
agents_api/activities/relationship_summary.py:8:23: F405 `RelationshipSummaryTaskArgs` may be undefined, or defined from star imports
agents_api/activities/relationship_summary.py:42:13: F405 `Callable` may be undefined, or defined from star imports
agents_api/activities/relationship_summary.py:45:9: F405 `RelationshipSummaryTaskArgs` may be undefined, or defined from star imports
agents_api/activities/salient_questions.py:5:1: F403 `from .types import *` used; unable to detect undefined names
agents_api/activities/salient_questions.py:8:23: F405 `SalientQuestionsTaskArgs` may be undefined, or defined from star imports
agents_api/activities/salient_questions.py:37:13: F405 `Callable` may be undefined, or defined from star imports
agents_api/activities/salient_questions.py:39:26: F405 `SalientQuestionsTaskArgs` may be undefined, or defined from star imports

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/create_tools.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/create_tools.pyaed0768 Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/create_tools.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/entry/test_entry_queries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/entry/test_entry_queries.py3cf6f77 Edit
  • Running GitHub Actions for agents-api/agents_api/models/entry/test_entry_queries.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/test_session_queries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/test_session_queries.py018bfc0 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/test_session_queries.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/update_agent.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/update_agent.py94f0a39 Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/update_agent.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/entry/get_entries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/entry/get_entries.py444342f Edit
  • Running GitHub Actions for agents-api/agents_api/models/entry/get_entries.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/create_agent.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/create_agent.pyac8a8b4 Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/create_agent.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/user/update_user.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/user/update_user.py829ec37 Edit
  • Running GitHub Actions for agents-api/agents_api/models/user/update_user.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/user/test_user_queries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/user/test_user_queries.py1eec1eb Edit
  • Running GitHub Actions for agents-api/agents_api/models/user/test_user_queries.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/docs/get_docs.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/docs/get_docs.py9bc83bd Edit
  • Running GitHub Actions for agents-api/agents_api/models/docs/get_docs.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/docs/embed_docs.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/docs/embed_docs.pybfde768 Edit
  • Running GitHub Actions for agents-api/agents_api/models/docs/embed_docs.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/agent/get_agent.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/agent/get_agent.py672a60e Edit
  • Running GitHub Actions for agents-api/agents_api/models/agent/get_agent.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/docs/create_docs.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/docs/create_docs.pyc3733c4 Edit
  • Running GitHub Actions for agents-api/agents_api/models/docs/create_docs.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/docs/delete_docs.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/docs/delete_docs.py895de73 Edit
  • Running GitHub Actions for agents-api/agents_api/models/docs/delete_docs.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/user/list_users.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/user/list_users.pye06e7ac Edit
  • Running GitHub Actions for agents-api/agents_api/models/user/list_users.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/user/get_user.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/user/get_user.pya444fcb Edit
  • Running GitHub Actions for agents-api/agents_api/models/user/get_user.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/entry/delete_entries.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/entry/delete_entries.py2e0dc2e Edit
  • Running GitHub Actions for agents-api/agents_api/models/entry/delete_entries.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/entry/entries_summarization.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/entry/entries_summarization.py471785b Edit
  • Running GitHub Actions for agents-api/agents_api/models/entry/entries_summarization.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/update_session.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/update_session.py5ebfd60 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/update_session.pyEdit

Sweep: Add docstrings and comments to agents-api/agents_api/models/session/get_session.py

This file contains datalog queries for accessing the 'cozodb' database. See the agents-api/README.md file for the schema if needed. Be concise and add comments ONLY when absolutely necessary. Be careful to review that the changed lines are still valid python and don't break anything.

Checklist
  • Modify agents-api/agents_api/models/session/get_session.py9a9a555 Edit
  • Running GitHub Actions for agents-api/agents_api/models/session/get_session.pyEdit

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